Random-forests-and-Feature-Engineering

This repo is accompanied with the blog post series on Medium (links below)

• Part 1 - Goes through the details of the Random Forest algorithm and some common preprocessing techniques
• Part 2 - Goes through techniques like calculating feature importance, correlation, partial dependence and removing time dependence